515 citations · 585 across the 6 of their papers we have counts for
8 papers
Communication Efficiency in Federated Learning: Achievements and Challenges
Osama Shahid, Seyedamin Pouriyeh, Reza M. Parizi +3
Federated Learning (FL) is known to perform Machine Learning tasks in a distributed manner. Over the years, this has become an emerging technology especially with various data prot…
Machine Learning Research Towards Combating COVID-19: Virus Detection, Spread Prevention, and Medical Assistance
Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh +6
COVID-19 was first discovered in December 2019 and has continued to rapidly spread across countries worldwide infecting thousands and millions of people. The virus is deadly, and p…
Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study
Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi +3
In recent years, the Internet of Things (IoT) has drawn convincing research ground as a new research topic in a wide variety of academic and industrial disciplines, especially in h…
Graph-based Ontology Summarization: A Survey
Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu +4
Ontologies have been widely used in numerous and varied applications, e.g., to support data modeling, information integration, and knowledge management. With the increasing size of…
A Comprehensive Survey of Ontology Summarization: Measures and Methods
Seyedamin Pouriyeh, Mehdi Allahyari, Krys Kochut +1
The Semantic Web is becoming a large scale framework that enables data to be published, shared, and reused in the form of ontologies. The ontology which is considered as basic buil…
A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques
Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi +4
The amount of text that is generated every day is increasing dramatically. This tremendous volume of mostly unstructured text cannot be simply processed and perceived by computers.…